Add CL/NEON Scale benchmark tests

Change-Id: Ie8f4456b96a7d40925bf0c760395a1b2485cb56a
Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/114178
Reviewed-by: Pablo Tello <pablo.tello@arm.com>
Tested-by: Jenkins <bsgcomp@arm.com>

3 files changed, 227 insertions, 0 deletions

diff --git a/tests/benchmark/CL/Scale.cpp b/tests/benchmark/CL/Scale.cpp
new file mode 100644
index 0000000000..4b89e8f48b
--- /dev/null
+++ b/tests/benchmark/CL/Scale.cpp
@@ -0,0 +1,65 @@
+/*
+ * Copyright (c) 2017 ARM Limited.
+ *
+ * SPDX-License-Identifier: MIT
+ *
+ * Permission is hereby granted, free of charge, to any person obtaining a copy
+ * of this software and associated documentation files (the "Software"), to
+ * deal in the Software without restriction, including without limitation the
+ * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or
+ * sell copies of the Software, and to permit persons to whom the Software is
+ * furnished to do so, subject to the following conditions:
+ *
+ * The above copyright notice and this permission notice shall be included in all
+ * copies or substantial portions of the Software.
+ *
+ * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+ * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+ * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+ * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+ * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+ * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+ * SOFTWARE.
+ */
+#include "arm_compute/core/TensorShape.h"
+#include "arm_compute/core/Types.h"
+#include "arm_compute/runtime/CL/CLTensor.h"
+#include "arm_compute/runtime/CL/CLTensorAllocator.h"
+#include "arm_compute/runtime/CL/functions/CLScale.h"
+#include "tests/CL/CLAccessor.h"
+#include "tests/benchmark/fixtures/ScaleFixture.h"
+#include "tests/datasets/BorderModeDataset.h"
+#include "tests/datasets/SamplingPolicyDataset.h"
+#include "tests/datasets/ShapeDatasets.h"
+#include "tests/framework/Macros.h"
+#include "tests/framework/datasets/Datasets.h"
+#include "utils/TypePrinter.h"
+
+namespace arm_compute
+{
+namespace test
+{
+namespace benchmark
+{
+namespace
+{
+const auto interpolation_types = framework::dataset::make("InterpolationPolicy", { InterpolationPolicy::NEAREST_NEIGHBOR, InterpolationPolicy::BILINEAR });
+} // namespace
+
+using CLScaleFixture = ScaleFixture<CLTensor, CLScale, CLAccessor>;
+
+TEST_SUITE(CL)
+TEST_SUITE(Scale)
+REGISTER_FIXTURE_DATA_TEST_CASE(RunSmall, CLScaleFixture, framework::DatasetMode::PRECOMMIT, combine(combine(combine(combine(datasets::SmallShapes(), framework::dataset::make("DataType", { DataType::F16, DataType::F32 })),
+                                                                                                                     interpolation_types),
+                                                                                                             datasets::BorderModes()),
+                                                                                                     datasets::SamplingPolicies()));
+REGISTER_FIXTURE_DATA_TEST_CASE(RunLarge, CLScaleFixture, framework::DatasetMode::NIGHTLY, combine(combine(combine(combine(datasets::LargeShapes(), framework::dataset::make("DataType", { DataType::F16, DataType::F32 })),
+                                                                                                                   interpolation_types),
+                                                                                                           datasets::BorderModes()),
+                                                                                                   datasets::SamplingPolicies()));
+TEST_SUITE_END() // Scale
+TEST_SUITE_END() // CL
+} // namespace benchmark
+} // namespace test
+} // namespace arm_compute
diff --git a/tests/benchmark/NEON/Scale.cpp b/tests/benchmark/NEON/Scale.cpp
new file mode 100644
index 0000000000..09943aa006
--- /dev/null
+++ b/tests/benchmark/NEON/Scale.cpp
@@ -0,0 +1,64 @@
+/*
+ * Copyright (c) 2017 ARM Limited.
+ *
+ * SPDX-License-Identifier: MIT
+ *
+ * Permission is hereby granted, free of charge, to any person obtaining a copy
+ * of this software and associated documentation files (the "Software"), to
+ * deal in the Software without restriction, including without limitation the
+ * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or
+ * sell copies of the Software, and to permit persons to whom the Software is
+ * furnished to do so, subject to the following conditions:
+ *
+ * The above copyright notice and this permission notice shall be included in all
+ * copies or substantial portions of the Software.
+ *
+ * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+ * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+ * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+ * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+ * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+ * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+ * SOFTWARE.
+ */
+#include "arm_compute/core/TensorShape.h"
+#include "arm_compute/core/Types.h"
+#include "arm_compute/runtime/NEON/functions/NEScale.h"
+#include "arm_compute/runtime/Tensor.h"
+#include "arm_compute/runtime/TensorAllocator.h"
+#include "tests/NEON/Accessor.h"
+#include "tests/benchmark/fixtures/ScaleFixture.h"
+#include "tests/datasets/BorderModeDataset.h"
+#include "tests/datasets/ShapeDatasets.h"
+#include "tests/framework/Macros.h"
+#include "tests/framework/datasets/Datasets.h"
+#include "utils/TypePrinter.h"
+
+namespace arm_compute
+{
+namespace test
+{
+namespace benchmark
+{
+namespace
+{
+const auto interpolation_types = framework::dataset::make("InterpolationPolicy", { InterpolationPolicy::NEAREST_NEIGHBOR, InterpolationPolicy::BILINEAR });
+} // namespace
+
+using NEScaleFixture = ScaleFixture<Tensor, NEScale, Accessor>;
+
+TEST_SUITE(NEON)
+TEST_SUITE(Scale)
+REGISTER_FIXTURE_DATA_TEST_CASE(RunSmall, NEScaleFixture, framework::DatasetMode::PRECOMMIT, combine(combine(combine(combine(datasets::SmallShapes(), framework::dataset::make("DataType", { DataType::U8, DataType::S16, DataType::F32 })),
+                                                                                                                     interpolation_types),
+                                                                                                             datasets::BorderModes()),
+                                                                                                     framework::dataset::make("SamplingPolicy", { SamplingPolicy::CENTER })));
+REGISTER_FIXTURE_DATA_TEST_CASE(RunLarge, NEScaleFixture, framework::DatasetMode::NIGHTLY, combine(combine(combine(combine(datasets::LargeShapes(), framework::dataset::make("DataType", { DataType::U8, DataType::S16, DataType::F32 })),
+                                                                                                                   interpolation_types),
+                                                                                                           datasets::BorderModes()),
+                                                                                                   framework::dataset::make("SamplingPolicy", { SamplingPolicy::CENTER })));
+TEST_SUITE_END() // Scale
+TEST_SUITE_END() // NEON
+} // namespace benchmark
+} // namespace test
+} // namespace arm_compute
diff --git a/tests/benchmark/fixtures/ScaleFixture.h b/tests/benchmark/fixtures/ScaleFixture.h
new file mode 100644
index 0000000000..1ba191be5a
--- /dev/null
+++ b/tests/benchmark/fixtures/ScaleFixture.h
@@ -0,0 +1,98 @@
+/*
+ * Copyright (c) 2017 ARM Limited.
+ *
+ * SPDX-License-Identifier: MIT
+ *
+ * Permission is hereby granted, free of charge, to any person obtaining a copy
+ * of this software and associated documentation files (the "Software"), to
+ * deal in the Software without restriction, including without limitation the
+ * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or
+ * sell copies of the Software, and to permit persons to whom the Software is
+ * furnished to do so, subject to the following conditions:
+ *
+ * The above copyright notice and this permission notice shall be included in all
+ * copies or substantial portions of the Software.
+ *
+ * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+ * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+ * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+ * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+ * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+ * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+ * SOFTWARE.
+ */
+#ifndef ARM_COMPUTE_TEST_SCALE_FIXTURE
+#define ARM_COMPUTE_TEST_SCALE_FIXTURE
+
+#include "arm_compute/core/TensorShape.h"
+#include "arm_compute/core/Types.h"
+#include "tests/Globals.h"
+#include "tests/Utils.h"
+#include "tests/framework/Fixture.h"
+
+namespace arm_compute
+{
+namespace test
+{
+namespace benchmark
+{
+template <typename TensorType, typename Function, typename Accessor>
+class ScaleFixture : public framework::Fixture
+{
+public:
+    template <typename...>
+    void setup(TensorShape shape, DataType data_type, InterpolationPolicy policy, BorderMode border_mode, SamplingPolicy sampling_policy)
+    {
+        constexpr float max_width  = 8192.0f;
+        constexpr float max_height = 6384.0f;
+
+        std::mt19937                          generator(library->seed());
+        std::uniform_real_distribution<float> distribution_float(0.25f, 3.0f);
+        float                                 scale_x = distribution_float(generator);
+        float                                 scale_y = distribution_float(generator);
+
+        scale_x = ((shape.x() * scale_x) > max_width) ? (max_width / shape.x()) : scale_x;
+        scale_y = ((shape.y() * scale_y) > max_height) ? (max_height / shape.y()) : scale_y;
+
+        std::uniform_int_distribution<uint8_t> distribution_u8(0, 255);
+        uint8_t                                constant_border_value = static_cast<uint8_t>(distribution_u8(generator));
+
+        TensorShape shape_scaled(shape);
+        shape_scaled.set(0, shape[0] * scale_x);
+        shape_scaled.set(1, shape[1] * scale_y);
+
+        // Create tensors
+        src = create_tensor<TensorType>(shape, data_type);
+        dst = create_tensor<TensorType>(shape_scaled, data_type);
+
+        // Create and configure function
+        scale_func.configure(&src, &dst, policy, border_mode, constant_border_value, sampling_policy);
+
+        // Allocate tensors
+        src.allocator()->allocate();
+        dst.allocator()->allocate();
+
+        // Fill tensors
+        library->fill_tensor_uniform(Accessor(src), 0);
+    }
+
+    void run()
+    {
+        scale_func.run();
+    }
+
+    void teardown()
+    {
+        src.allocator()->free();
+        dst.allocator()->free();
+    }
+
+private:
+    TensorType src{};
+    TensorType dst{};
+    Function   scale_func{};
+};
+} // namespace benchmark
+} // namespace test
+} // namespace arm_compute
+#endif /* ARM_COMPUTE_TEST_SCALE_FIXTURE */